The words in children's language learning environments are strongly predictive of cognitive development and school achievement. But how do we measure language environments and do so at the scale of the many words that children hear day in, day out? The quantity and quality of words in a child's input are typically measured in terms of total amount of talk and the lexical diversity in that talk. There are disagreements in the literature whether amount or diversity is the more critical (...) measure of the input. Here we analyze the properties of a large corpus of speech to children and simulate learning environments that differ in amount of talk per unit time, lexical diversity, and the contexts of talk. The central conclusion is that what researchers need to theoretically understand, measure, and change is not the total amount of words, or the diversity of words, but the function that relates total words to the diversity of words, and how that function changes across different contexts of talk. (shrink)

Actions that financially benefit one person may present risk to another person. For example, the payment incentives of portfolio managers and investors are often asymmetrical such that actions that benefit a portfolio manager can pose financial risk to clients. Despite the presence and potential harm of these asymmetries, few have addressed the question of who exploits these asymmetries and how to mitigate potential harm. Our study examined the effect of selfish personality traits (the Dark Triad) and interpersonal bonding on decision-making (...) for the self, another person, and another person with under reward asymmetry present. Results demonstrated that individuals higher in narcissism and psychopathy made risky decisions for themselves. However, when reward asymmetries were present, all three Dark Triad traits were associated with making riskier decisions for another person in order to benefit the self. There was also a significant interaction between interpersonal closeness generated through bonding and psychopathy such that bonding made the decision-making processes of those high in psychopathy less risky for others. These findings have implications for how different individuals with different relationships make self and other-based financial decisions, and how those decisions change when rewards are asymmetrical. (shrink)

Many are calling for concrete mechanisms of oversight for health research involving artificial intelligence (AI). In response, institutional review boards (IRBs) are being turned to as a familiar model of governance. Here, we examine the IRB model as a form of ethics oversight for health research that uses AI. We consider the model's origins, analyze the challenges IRBs are facing in the contexts of both industry and academia, and offer concrete recommendations for how these committees might be adapted in order (...) to provide an effective mechanism of oversight for health‐related AI research. (shrink)

Despite recognizing the importance of impact investing in combating complex societal challenges, researchers have yet to examine the capacity of the field to address systemic inequality. While impact investments are intended to benefit vulnerable stakeholders, the voices of those stakeholders are generally overlooked in the design and implementation of such investments. To resolve this oversight, we theorize how the fields’ design—through its tools, organizations, and field-level bodies—influences its capacity to address inequality by focusing on the concept of giving voice, which (...) we define as the inclusive participation of vulnerable stakeholders in decision-making processes. We build from stakeholder engagement research to show how the design of impact investing can address inequality using three illustrative cases: social impact bonds, impact investing funds, and national advisory boards. We conclude with a discussion of how the ethical decision of giving voice to vulnerable stakeholders will determine the capacity of the field to address inequality, as well as provide implications for future research and practice. (shrink)

Interest is growing in the relocalization of staple crops, including wheat, in western Washington (WWA), a nontraditional wheat-growing area. Commercial bakers are potentially important food chain intermediaries in the case of relocalized wheat production. We conducted a mail survey of commercial bakers in WWA to assess their interest in sourcing wheat/flour from WWA, identify the characteristics of bakeries most likely to purchase wheat/flour from WWA, understand the factors important to bakers in purchasing regionally produced wheat/flour, and identify perceived barriers to (...) making such purchases. Sixty-one percent of survey respondents were interested in purchasing WWA wheat/flour. Bakers who used retail strategies to market their products were more likely to be interested in WWA wheat/flour compared to those not using retail methods. Bakers’ current purchases of Washington wheat/flour were not related to their interest in purchasing WWA flour. The most important factors bakers would consider in purchasing regionally produced wheat/flour were consistency of flour quality, quality of flour, and reliability of supply. Cost was the most frequently mentioned barrier to the purchase of regionally produced wheat/flour. Our results are relevant for other areas attempting to reconnect grain producers, commercial bakers, and consumers in mutually beneficial ways. (shrink)

While research has focused on financial and social goals in impact investing, we add to the limited research that focuses on how individuals manage identity multiplicity, defined as three or more role identities. Based on our qualitative study of Christian impact investors, we develop a model of identity multiplicity work, explaining how individuals manage their multiple role identities to reduce identity tensions during the process of impact investing. We find individuals engaged in an interactive, ongoing three-step process of identity multiplicity (...) work: prioritizing one of their salient identities, managing their identity multiplicity interrelationships, and reinforcing their prioritized identity. Investors generally prioritized an identity that was neither financial nor social, but rather religious. We also find this identity work implemented through three novel mechanisms: shadowing, one identity casts a shadow over another thereby enabling the simultaneous pursuit of related goals; distinguishing, all identities are retained and at least a minimum threshold of role expectations are met; and surrendering, partial sacrificing of goals of one identity in favor of another identity based on an individual’s self-reflective importance of the role. Our findings offer new insights to multiple identities, impact investing and business ethics literatures. (shrink)

Academic incivility can create divisiveness and affect learners’ sustainability towards degree attainment. Therefore, there is a need to empirically assess learner views on what constitutes academic incivility in higher education. To fill this gap, we developed the Incivility Indicators Instrument (i3), a multifaceted scale that measures the extent to which students view cumulative behaviors and dynamics as instances of academic incivility. To examine the reliability and factor structure of the i3, we conducted a two-part study with two samples of adults (...) in the United States who were enrolled in higher education programs. In study 1 (N = 342), we conducted an exploratory factor analysis (EFA) and found the initial three-factor structure. In study 2, we administered the instrument to a validating sample (N = 510) and examined the stability of the three-factor model and scores through confirmatory factor analysis (CFA). In this study, we describe the results of the study, provide implications, and discuss future directions. (shrink)

Pt. I. The apparent good. Evaluative cognition -- Perceiving the good -- Phantasia and the apparent good -- pt. II. The apparent good and non-rational motivation. Passions and the apparent good -- Akrasia and the apparent good -- pt. III. The apparent good and rational motivation. Phantasia and deliberation -- Happiness, virtue, and the apparent good -- Practical induction -- Conclusion : Aristotle's practical empiricism.

Is there a need for a distinctively diachronic conception of metaphysical emergence? Here I argue to the contrary. In the main, my strategy consists in considering a representative sample of accounts of purportedly diachronic metaphysical emergence, and arguing that in each case, the purportedly diachronic emergence at issue either can (and should) be subsumed under a broadly synchronic account of metaphysical emergence, or else is better seen as simply a case of causation. In addition, I consider and argue against the (...) suggestion that 'in-principle unpredictability' accounts of diachronic emergence support there being distinctively diachronic metaphysical emergence. (shrink)

Fallibilists claim that one can know a proposition on the basis of evidence that supports it even if the evidence doesn't guarantee its truth. Jessica Brown offers a compelling defence of this view against infallibilists, who claim that it is contradictory to claim to know and yet to admit the possibility of error.

Plato's Epistemology presents an original interpretation of one of the central topics in Plato's work: epistemology. Moss argues, against the grain of much modern scholarship, that Plato's epistemology is radically different from our own.

A core principle of modern science holds that a scientific explanation must not attribute will or agency to natural phenomena.The Restless Clock examines the origins and history of this, in particular as it applies to the science of living things. This is also the story of a tradition of radicals—dissenters who embraced the opposite view, that agency is an essential and ineradicable part of nature. Beginning with the church and courtly automata of early modern Europe, Jessica Riskin guides us (...) through our thinking about the extent to which animals might be understood as mere machines. We encounter fantastic robots and cyborgs as well as a cast of scientific and philosophical luminaries, including Descartes and Leibnitz, Lamarck and Darwin, whose ideas gain new relevance in Riskin's hands. The book ends with a riveting discussion of how the dialectic continues in genetics, epigenetics, and evolutionary biology, where work continues to naturalize different forms of agency.The Restless Clock reveals the deeply buried roots of current debates in artificial intelligence, cognitive science, and evolutionary biology. (shrink)

did plato and aristotle have anything to say about belief? The answer to this question might seem blindingly obvious: of course they did. Plato distinguishes belief from knowledge in the Meno, Republic, and Theaetetus, and Aristotle does so in the Posterior Analytics. Plato distinguishes belief from perception in the Theaetetus, and Aristotle does so in the De anima. They talk about the distinction between true and false beliefs, and the ways in which belief can mislead and the ways in which (...) it can steer us aright. Indeed, they make belief a central component of their epistemologies.The view underlying these claims—one so widespread these days as to remain largely unquestioned—is that when Plato and Aristotle talk... (shrink)

I argue that the best explanation of the multiplicity of available frameworks for treating any given philosophical topic is that philosophy currently (though not insuperably) lacks fixed standards; I then go on to identify three barriers to philosophical progress associated with our present epistemic situation. First is that the lack of fixed standards encourages what I call “intra‐disciplinary siloing,” and associated dialectical and argumentative failings; second is that the lack of fixed standards makes room for sociological factors (including elite influence (...) and disciplinary inertia) to be determinative of which philosophical frameworks are embraced; third is that the lack of fixed standards encourages (implicit and/or explicit) bias. I close by offering some suggestions about how to move beyond these barriers, even in the absence of fixed standards. (shrink)

A comprehensive exploration of the philosophical issues raised by mysticism. This work is a comprehensive study of the philosophical issues raised by mysticism. Mystics claim to experience reality in a way not available in normal life, a claim which makes this phenomenon interesting from a philosophical perspective. Richard H. Jones’s inquiry focuses on the skeleton of beliefs and values of mysticism: knowledge claims made about the nature of reality and of human beings; value claims about what is significant and (...) what is ethical; and mystical goals and ways of life. Jones engages language, epistemology, metaphysics, science, and the philosophy of mind. Methodological issues in the study of mysticism are also addressed. Examples of mystical experience are drawn chiefly from Buddhism and Advaita Vedanta, but also from Christianity, Judaism, Islam, and Daoism. “This is a significant extension of the seminal work by Walter Stace, Mysticism and Philosophy. That work has stimulated much literature, all of which Jones manages to review here. He critically extends Stace’s universal core and embeds it in a sophisticated discussion of the extent, range, and metaphysical implications of mysticism.” — Ralph W. Hood, Jr., coauthor of The Psychology of Religion: An Empirical Approach. (shrink)

This book is a collection of essays written by Bob Hale (three co-authored), with a critical introduction from Kit Fine. They comprise Hale’s final years of work, adding to and extending beyond his landmark monograph Necessary Beings: An Essay on Ontology, Modality, and the Relations Between Them (OUP, 2013, 2nd edition 2015). The essays develop and consolidate several key themes in Hale’s work, most notably the notion of definition, especially as it extends beyond definition of a word to definition of (...) a thing more generally, and its relations to essence and existence; how the recently influential notion of truthmaking relates to and illuminates some of these issues; and ontological questions connected with Hale’s metaphysical commitments on the one hand, and his commitments in the foundations of mathematics on the other. Several of the essays engage with and respond to work by Kit Fine, and contributions to Being Necessary: Themes of Ontology and Modality from the Work of Bob Hale (OUP 2018). As such, these essays also demonstrate a rich and fruitful philosophical dialogue between Hale and his critics and friends. (shrink)

What are rules? -- Why are rules important? -- Rules for the classroom -- Rules at school -- Rules in the community -- Follow the law! -- Rules and laws must be fair -- All together now -- It's good to have rules.

The prominence of Bayesian modeling of cognition has increased recently largely because of mathematical advances in specifying and deriving predictions from complex probabilistic models. Much of this research aims to demonstrate that cognitive behavior can be explained from rational principles alone, without recourse to psychological or neurological processes and representations. We note commonalities between this rational approach and other movements in psychology – namely, Behaviorism and evolutionary psychology – that set aside mechanistic explanations or make use of optimality assumptions. Through (...) these comparisons, we identify a number of challenges that limit the rational program's potential contribution to psychological theory. Specifically, rational Bayesian models are significantly unconstrained, both because they are uninformed by a wide range of process-level data and because their assumptions about the environment are generally not grounded in empirical measurement. The psychological implications of most Bayesian models are also unclear. Bayesian inference itself is conceptually trivial, but strong assumptions are often embedded in the hypothesis sets and the approximation algorithms used to derive model predictions, without a clear delineation between psychological commitments and implementational details. Comparing multiple Bayesian models of the same task is rare, as is the realization that many Bayesian models recapitulate existing (mechanistic level) theories. Despite the expressive power of current Bayesian models, we argue they must be developed in conjunction with mechanistic considerations to offer substantive explanations of cognition. We lay out several means for such an integration, which take into account the representations on which Bayesian inference operates, as well as the algorithms and heuristics that carry it out. We argue this unification will better facilitate lasting contributions to psychological theory, avoiding the pitfalls that have plagued previous theoretical movements. (shrink)

O povo Kaingang é o mais populoso do Sul do Brasil e está entre os mais numerosos povos indígenas do país. Neste trabalho faz-se uma relação entre as informações encontradas na literatura e a atualidade na Terra Indígena Kaingang em relação ao conhecimento que possuem sobre o uso de plantas para a cura de doenças e como interpretam a ação da erva no organismo. Para isto, realizou-se uma pesquisa de campo em uma Terra Indígena Kaingang no Paraná, cujo entrevistas forneceram (...) confirmações históricas em relação aos etnoconhecimentos da etnia, da evolução dos aspectos químicos e das atitudes perante a química e os remédios de origem farmacêutica e natural. (shrink)

Horgan (1993) proposed that "superdupervenience" - supervenience preserving physicalistic acceptability - is a matter of robust explanation. I argued against him (1999) that (as nearly all physicalist and emergentist accounts reflect) superdupervenience is a matter of Condition on Causal Powers (CCP): every causal power bestowed by the supervenient property is identical with a causal power bestowed by its base property. Here I show that CCP is, as it stands, unsatisfactory,for on the usual understandings of causal power bestowal, it is trivially (...) satisfied or falsified. I offer a revision of CCP which incorporates the evident fact that causal powers are grounded in fundamental forces. (shrink)

Here I compare two accounts of metaphysical indeterminacy (MI): first, the 'meta-level' approach described by Elizabeth Barnes and Ross Cameron in the companion to this paper, on which every state of affairs (SOA) is itself precise/determinate, and MI is a matter of its being indeterminate which determinate SOA obtains; second, my preferred 'object-level' determinable-based approach, on which MI is a matter of its being determinate---or just plain true---that an indeterminate SOA obtains, where an indeterminate SOA is one whose constitutive object (...) has a determinable property, but no unique determinate of that determinable. In S1, I first note an important difference between our accounts, concerning whether MI is taken to induce propositional indeterminacy; in S2, I highlight and defend certain advantages of my account; in S3, I address certain of Barnes and Cameron's objections to my account. (shrink)

de Anima III.10 characterizes akrasia as a conflict between phantasia (“imagination”) on one side and rational cognition on the other: the akratic agent is torn between an appetite for what appears good to her phantasia and a rational desire for what her intellect believes good. This entails that akrasia is parallel to certain cases of perceptual illusion. Drawing on Aristotle's discussion of such cases in the de Anima and de Insomniis , I use this parallel to illuminate the difficult discussion (...) of akrasia in Nicomachean Ethics VII.3, arguing that its account of akrasia as involving ignorance is compatible with, and in fact crucially supplements, the more straightforward account we find elsewhere in the corpus of akrasia as a struggle between desires. (shrink)

The null morpheme POS -- The null morpheme EVAL -- Implicature : a brief review -- Evaluativity as implicature -- Extensions of the evaluativity implicature.

According to a number of contemporary theorists, aesthetic reasons can invite or entice us but never compel us. In this paper, I develop a Kantian account of the normative force of aesthetic reasons. While Kant would likely agree that aesthetic reasons do not give rise to obligations, his account nevertheless gives us the resources for explaining how aesthetic reasons can still have more force than merely enticing reasons. This account appeals to the distinct normativity of aesthetic judgments on Kant's theory (...) and the way in which this kind of normativity structures aesthetic exchanges with other judging subjects. I argue that, in addition to the moral reasons we have for appreciating and preserving beauty, Kant’s account can accommodate distinctly aesthetic reasons for doing so that stem from our membership in aesthetic communities. (shrink)

Drawing on the moving story of the last year of the life of her own treasured dog, Ody, she presents an in-depth exploration of the practical, medical, and moral issues that trouble pet owners confronted with the decline and death of their ...

Emily Elizabeth Constance Jones was an English logician and contemporary of Bertrand Russell, as well as Mistress of Girton College, Cambridge. In this book, originally published in 1911, she argues for the existence of another fundamental law of thought to join the Law of Contradiction and the Law of Excluded Middle: the Law of Significant Assertion. This book will be of value to anyone with an interest in logic or in Jones' work.

This is a comprehensive discussion of determinables, determinates, and their relation ('determination', for short), covering the historical development of these notions, the theoretical options for understanding them, and certain of their contemporary applications.

In lieu of an abstract, here is a brief excerpt of the content:Editor’s NoteJessica HeybachThis issue of education and culture offers readers theoretical in-sights and clarifications to social dilemmas as well as the concerns of the classroom. The authors contained in this issue take up questions of political literacy, moral judgment, the mathematics curriculum and classroom, and the social studies curriculum and classroom. If I had to offer a throughline within these articles, it is the pragmatist conception of judgment that (...) should be cultivated through social relations and classroom practices. These authors are concerned with citizens’ capacity for intelligent judgment within communities and society at large. Pushing back against prevailing logics, these authors offer corrective arguments by positioning Dewey’s thought and pragmatism in contrast to the current logics operating in classrooms and society.Charles Lowery takes up the consequences of modern society’s “conflation of an associated way of living with government, and government with politics, and politics with partisanship” on conceptions of community in his article, “The Role of Education in The Public and Its Problems: A Deweyan Perspective on Political Literacy.” Building on key authors that have previously advanced this line of inquiry central to Dewey’s The Public and Its Problems, Lowery attends to how contemporary education and the development of a politically literate citizenry through democratic habits rather than knowledge accumulation should be centered as the central task of schooling. Lowery highlights current obstacles to cultivating political literacy in the schools such as dogma, disinformation, divisiveness, and de-democratization, and concludes by underscoring the work of school leaders as central to the task of political literacy.Davin Carr-Chellman puts forth a provocative argument which attends to the consequences of instrumental rationality and identity thinking on moral judgment in his article, “Education for Moral Judgment: Situational Creativity and Dewey’s Aesthetics.” Drawing from critical theory, Carr-Chellman emphasizes how dehumanization, moral indifference, and alienation are byproducts of instrumental rationality, measurability, and identity thinking. He then engages Dewey’s aesthetics and Joas’s concept of situational creativity as possible resources to reconstruct human experience and renew the human capacity for moral judgment. According to Carr-Chellman, small acts of creativity and relationship-building become essential to resisting human relations that have become “abstract, impersonal, vague, and competitive.” Thus, an education for moral judgment must humanize through authentic relationships and meaning-making learning opportunities that resist the alienation now culturally rampant. [End Page 1]Marshall Gordon argues that mathematics curriculum and classroom should be understood as a site for developing habits of mind that foster democracy in his article, “Teaching Mathematics with Democracy in Mind.” Gordon elaborates on the problematic persistence of abstracted, procedural mathematics which valorizes memorization and calls for mathematics to capitalize on the unrealized democratic potentials in the mathematics classroom. Drawing on Dewey’s claim in Democracy and Education that “Education is not an affair of ‘telling’ and being told, but an active and constructive process,” Gordon describes a mathematics for democracy. Gordon describes mathematics as a powerful force in the development of students’ reflective intelligence and their capacity for problem-solving by problem-clarifying strategies rather than problem-solving procedures (for example, “take things apart, make the problem simpler, reason by analogy, and tinker”) and collaboration through “multiple-centers” which capitalizes on shared-interest investigations.Dave Powell explores the relationship between inquiry and Dewey’s pragmatic epistemology to advance democratic citizenship education in the social studies classroom in his article, “Has Anybody Here Seen My Old Friend John? Making the Case for a More Pragmatic Social Studies.” In particular, Powell attends to educators’ stance on truth and how “reframing their epistemological orientations” opens up possibilities for different future actions. He begins by describing how pragmatist thinking and Dewey’s philosophical commitments of child-centeredness could shape conceptions of inquiry and allow a reflective practitioner to ask different kinds of questions associated with social studies. Through a rich discussion of what Deweyan thought makes possible in social studies, Powell advances the promise of a citizenry able to think pragmatically in a democracy. He argues that social studies can reject fixed notions of truth, foster trust among students as they exchange ideas, reject opportunities for reverse indoctrination, and cultivate intelligence, as practical... (shrink)

Stoics and Sceptics distinguish belief (doxa) from a representationally and functionally similar but sub-doxastic state: passive yielding to appearance. Belief requires active assent to appearances, that is, affirmation of the appearances as true. I trace the roots of this view to Plato's accounts of doxa in the Republic and Theaetetus. In the Republic, eikasia and pistis (imaging and conviction) are distinguished by their objects, appearances versus ordinary objects; in the Theaetetus, perception and doxa are distinguished by their objects, proper perceptibles (...) versus ‘commons’, including being. But underlying these ontological distinctions is a psychological one: the lower mental states are confined to their lower objects because they are passive; the higher mental states have access to higher objects because they result from questioning appearances and making active affirmations about how things are. This doctrine of doxa anticipates both the Hellenistic one and modern accounts of belief as ‘aiming at truth’; it also shows Plato's views of doxa to have more in their favour philosophically and to cohere better with one another than generally thought. (shrink)

Research in anthropology has shown that kin terminologies have a complex combinatorial structure and vary systematically across cultures. This article argues that universals and variation in kin terminology result from the interaction of (1) an innate conceptual structure of kinship, homologous with conceptual structure in other domains, and (2) principles of optimal, “grammatical” communication active in language in general. Kin terms from two languages, English and Seneca, show how terminologies that look very different on the surface may result from variation (...) in the rankings of a universal set of constraints. Constraints on kin terms form a system: some are concerned with absolute features of kin (sex), others with the position (distance and direction) of kin in “kinship space,” others with groups and group boundaries (matrilines, patrilines, generations, etc.). Also, kin terms sometimes extend indefinitely via recursion, and recursion in kin terminology has parallels with recursion in other areas of language. Thus the study of kinship sheds light on two areas of cognition, and their phylogeny. The conceptual structure of kinship seems to borrow its organization from the conceptual structure of space, while being specialized for representing genealogy. And the grammar of kinship looks like the product of an evolved grammar faculty, opportunistically active across traditional domains of semantics, syntax, and phonology. Grammar is best understood as an offshoot of a uniquely human capacity for playing coordination games. (shrink)

Two studies tested whether observers could differentiate between two facets of pride—authentic and hubristic—on the basis of a single prototypical pride nonverbal expression combined with relevant contextual information. In Study 1, participants viewed targets displaying posed pride expressions in response to success, while causal attributions for the success (target's effort vs. ability) and the source of this information (target vs. omniscient narrator conveying objective fact) were varied. Study 2 used a similar method, but attribution information came from both the target (...) and an omniscient narrator; the congruence of these attributions was varied. Across studies, participants tended to label expressions as authentic pride, but were relatively more likely to label them as hubristic pride when (a) contextual information indicated that targets were arrogant and (b) no mitigating information about the target's potential value as a hard-working group member (i.e., that success was actually due to effort) was presented. (shrink)

This book explores Levinas’ phenomenology of ethical motivation. Levinas is grounded in “radical alterity”, the knowledge that ethics exists only when we are fully separate from someone else, allowing us to experience connection with one another. In this book, the author locates this ethics in embodiment, emotions, and imaginations and explores the intersection of aesthetics and education.

Experience offers a reading experience like no other. A heat-sensitive cover by Olafur Eliasson reveals words, colors, and a drawing when touched by human hands. Endpapers designed by Carsten Holler are printed in ink containing carefully calibrated quantities of the synthesized human pheromones estratetraenol and androstadienone, evoking the suggestibility of human desire. The margins and edges of the book are designed by Tauba Auerbach in complementary colors that create a dynamically shifting effect when the book is shifted or closed. When (...) the book is opened, bookmarks cascade from the center, emerging from spider web prints by Tomas Saraceno. Experience produces experience while bringing the concept itself into relief as an object of contemplation. The sensory experience of the book as a physical object resonates with the intellectual experience of the book as a container of ideas. Experience convenes a conversation with artists, musicians, philosophers, anthropologists, historians, and neuroscientists, each of whom explores aspects of sensorial and cultural realms of experience. The texts include new essays written for this volume and classic texts by such figures as William James and Michel Foucault -- Provided by the publisher. (shrink)

In December 2019, President Trump pardoned Eddie Gallagher, a Navy Seal convicted of war crimes committed while serving in Iraq in 2017. Did Gallagher commit these crimes because he is a bad person, or were his actions the result of situational factors, such as stress and fatigue? These different explanations of Gallagher’s crimes reflect two ways of thinking about the causes of war crimes and how to prevent them: character-based views and situationist accounts. Character-based views attribute war crimes to failures (...) of individual military personnel to live up to military virtues, whereas situationist accounts focus on external factors (such as battlefield stress) as the primary cause of war crimes. While both situationist and character accounts highlight important aspects of the causes of war crimes, in this article I argue that they do not account for the fact that war crimes can (and have) come to be seen as compatible with military virtues. By not acknowledging this fact, these accounts of war crimes fail to address the fact that some of the most egregious war crimes occurred not because military personnel failed to embody the military virtues of their institution, but because they embodied them all too well. (shrink)

The debate about the ethical implications of Artificial Intelligence dates from the 1960s :741–742, 1960; Wiener in Cybernetics: or control and communication in the animal and the machine, MIT Press, New York, 1961). However, in recent years symbolic AI has been complemented and sometimes replaced by Neural Networks and Machine Learning techniques. This has vastly increased its potential utility and impact on society, with the consequence that the ethical debate has gone mainstream. Such a debate has primarily focused on principles—the (...) ‘what’ of AI ethics —rather than on practices, the ‘how.’ Awareness of the potential issues is increasing at a fast rate, but the AI community’s ability to take action to mitigate the associated risks is still at its infancy. Our intention in presenting this research is to contribute to closing the gap between principles and practices by constructing a typology that may help practically-minded developers apply ethics at each stage of the Machine Learning development pipeline, and to signal to researchers where further work is needed. The focus is exclusively on Machine Learning, but it is hoped that the results of this research may be easily applicable to other branches of AI. The article outlines the research method for creating this typology, the initial findings, and provides a summary of future research needs. (shrink)